基于JVC的紧凑型地波雷达海上目标点迹-航迹最优关联方法  

An Optimal Plot-to-Track Association Method Based on JVC Algorithm for Maritime Target with Compact HFSWR

作　　者：戴永寿[1] 马鹏[1] 孙伟峰[1] 刘培学 纪永刚 庞真真 DAI Yongshou;MA Peng;SUN Weifeng;LIU Peixue;JI Yonggang;PANG Zhenzhen(College of Oceanography and Space Informatics,China University of Petroleum(East China),Qingdao 266580,China;Laboratory of Marine Physics and Remote Sensing,First Institute of Oceanography,MNR,Qingdao 266061,China)

机构地区：[1]中国石油大学(华东)海洋与空间信息学院,青岛266580 [2]自然资源部第一海洋研究所海洋物理与遥感研究室,青岛266061

出　　处：《电子与信息学报》2021年第10期2832-2839,共8页Journal of Electronics & Information Technology

基　　金：国家重点研发计划项目(2017YFC1405202,2017YFC1405203);国家自然科学基金(62071493,61831010,61501520);中央高校基本科研业务费项目(19CX02046A)。

摘　　要：紧凑型地波雷达由于接收天线阵列孔径减小导致对海上目标的定位精度低,在多目标跟踪算法中采用序贯式的点迹-航迹关联方式易发生误关联导致航迹断裂、误跟踪等问题。对此,该文将多目标点迹-航迹关联转化为最优分配问题,提出一种基于JVC算法的多目标点迹-航迹最优关联方法。对于关联波门重叠区域内存在公共候选点迹的多条航迹,首先以雷达获取的目标多普勒速度、距离与方位角作为目标特征参数,利用最小代价函数确定公共候选点迹与所有航迹之间的相似度,得到关联代价矩阵;然后以总关联代价最小化作为优化准则,采用JVC算法求解得到最优的点迹-航迹关联结果。利用仿真与实测目标数据开展了点迹-航迹关联实验,并与序贯最近邻关联方法的关联结果进行了对比。实验结果表明:采用该文所提方法跟踪得到的航迹时长明显优于序贯最近邻关联方法的结果,解决了序贯式关联因关联错误导致的航迹断裂、误跟踪等问题,提高了航迹跟踪的连续性。The compact High-Frequency Surface Wave Radar(HFSWR)has low spatial resolution for target detection due to its reduced aperture size of the receiving antenna array.The sequential plot-to-track association method used in multi-target tracking algorithms is prone to erroneous association,which easily leads to track fragmentation and false tracking.In order to solve this problem,regarding the multi-target plot-totrack association as an optimal allocation problem,an optimal multi-target plot-to-track association method based on JVC(Jonker-Volgenant-Castanon)algorithm is proposed.For multiple tracks with common candidate plots in their overlapped association gate,firstly,the similarity between their candidate plots and all tracks is calculated using the minimal cost function with target Doppler velocity,range and azimuth as parameters and an association cost matrix is formed.Then,the optimal association result is achieved by minimizing the total association cost using the JVC algorithm.Both simulation and field target data are used to carry out the plotto-track association experiment,and the association results are compared with those of the sequential nearest neighbor association method.The experimental results show that the track length obtained by the proposed method is superior to that of the sequential nearest neighbor method,thus the track continuity is improved.

关 键 词：紧凑型高频地波雷达 多目标跟踪 点迹-航迹关联 最优关联 

分 类 号：TN953[电子电信—信号与信息处理]